Yahoo ended up going down that route, and the reason why Frontpage and News verticals are still exceptional successes today is largely due to an algorithmic personalization platform that few are aware of. Some articles have been written about it (called COKE, the Content Optimization Knowledge Engine). Essentially it ranks news & content in the following order: